{"id":"W2156780556","doi":"10.1007/s10227-003-0159-0","title":"Trends in Invasive Cutaneous Melanoma in Saskatchewan 1970?1999","year":2003,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Cancer Agency; University of Manitoba","funders":"Saskatchewan Cancer Agency","keywords":"Medicine; Dermatology; Melanoma; Cancer research","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001961847,0.0002300887,0.0001235328,0.001128496,0.0002872808,0.0005321548,0.0004436763,0.0002245332,0.003336285],"category_scores_gemma":[0.0007284099,0.0001468469,0.000219076,0.002380399,0.000138102,0.0002740465,0.000327299,0.0003850159,0.0008548334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005618337,"about_ca_system_score_gemma":0.004722608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7581816,"about_ca_topic_score_gemma":0.869719,"domain_scores_codex":[0.9998166,0.00001474766,0.00001885296,0.00003589285,0.00005746075,0.0000564976],"domain_scores_gemma":[0.9993219,0.00004393723,0.0001926522,0.00002312767,0.0003045532,0.0001137325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000087751,0.00003344523,0.9742728,0.00009497325,0.00005851171,0.0002236068,0.0002316409,0.0003134552,0.0008635818,0.00009535606,0.004730409,0.01899453],"study_design_scores_gemma":[0.000004957073,0.00001648019,0.9950446,0.00003179443,0.0000158246,0.0001246616,0.0002172529,0.00017523,0.0001603876,0.00001722295,0.004186328,0.000005334005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633888,0.001822764,0.0002391276,0.0008675167,0.0000338801,0.00005329315,0.02499214,0.0000568402,0.008545654],"genre_scores_gemma":[0.9734398,0.003426333,0.0004712967,0.0003348068,0.00002196673,0.00006271957,0.0174485,0.00001221819,0.004782351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2418184,"threshold_uncertainty_score":0.4864851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159660811658374,"score_gpt":0.2589931128365627,"score_spread":0.2373965047199789,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}